{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# 读入图像\n",
    "\n",
    "读入结果为np.array，三维依次是Wight * Height * Channel"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.image.AxesImage at 0x23543793ef0>"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "import skimage.io as io\n",
    "img = io.imread(\"file/000040d66f14ced4cdd18cd95d91800f.png\")\n",
    "io.imshow(img)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# 计算图像的大小"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "(300, 375, 3)\n"
     ]
    }
   ],
   "source": [
    "# 彩色图像\n",
    "import skimage.io as io\n",
    "img = io.imread(\"file/000040d66f14ced4cdd18cd95d91800f.png\")\n",
    "print(img.shape)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "(397, 300)\n"
     ]
    }
   ],
   "source": [
    "# 黑白图像\n",
    "import skimage.io as io\n",
    "img = io.imread(\"file/0b8851b66203967a2b244d1be95bf9c4.png\")\n",
    "print(img.shape)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "(397, 300, 1)\n"
     ]
    }
   ],
   "source": [
    "# 要把兼容地处理黑白图像和彩色图像，可以把黑白图像增加一维\n",
    "import skimage.io as io\n",
    "import numpy as np\n",
    "img = io.imread(\"file/0b8851b66203967a2b244d1be95bf9c4.png\")\n",
    "if len(img.shape) < 3:\n",
    "    img = img[:, :, np.newaxis]\n",
    "print(img.shape)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# 坐标转换\n",
    "\n",
    "skimage读入的结构是W * H * C，而模型处理的结构是C * W * H，因此要进行坐标转换"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "(3, 300, 375)\n"
     ]
    }
   ],
   "source": [
    "import skimage.io as io\n",
    "img = io.imread(\"file/000040d66f14ced4cdd18cd95d91800f.png\")\n",
    "img = np.transpose(img, (2, 0, 1))\n",
    "print(img.shape)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# 图像缩放"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "(478, 640, 3)\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "<matplotlib.image.AxesImage at 0x1bad80ec4e0>"
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# 彩色图像\n",
    "import skimage.io as io\n",
    "from skimage.transform import resize\n",
    "img = io.imread(\"file/COCO_val2014_000000000042.jpg\")\n",
    "print(img.shape)\n",
    "plt.imshow(img)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "(100, 100, 3)\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "<matplotlib.image.AxesImage at 0x1bad81a1e80>"
      ]
     },
     "execution_count": 14,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "img = resize(img, (100, 100))\n",
    "print(img.shape)\n",
    "from matplotlib import pyplot as plt\n",
    "plt.imshow(img)# opencv的通道顺序与matplotlib不同，所以看上去有色差"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "(397, 300, 1)\n",
      "(100, 100, 3)\n"
     ]
    }
   ],
   "source": [
    "# 黑白图像，1通道同时转成3通道\n",
    "import skimage.io as io\n",
    "import numpy as np\n",
    "img = io.imread(\"file/0b8851b66203967a2b244d1be95bf9c4.png\")\n",
    "img = img[:, :, np.newaxis]\n",
    "print(img.shape)\n",
    "img = resize(img, (100, 100, 3))\n",
    "print(img.shape)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.7.3"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}
